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X is the amount of chocolate consumption y is the Nobel Laureate rate Chocolate 4.5 10.2 4.4 Nobel 5.5 24.3 8.6 0.1 3.9 0.7 6
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Answer #1

a)

S.NO 4.5 5.5 10.2 24.3 8.6 0.1 v-1 31.41 174.13 6.27 121.10 25.04 121.10 201.52 12.28 3.9 0.7 0.1 25.3 7.6 4.43 1.7013 19.321

from above line equation : y^ =-3.3667+2.4931x

b)

correlation coefficient r= Sxy/(√Sxx*Syy) = 0.801
null hypothesis: Ho:               ρ = 0
Alternate Hypothesis: Ha: ρ 0
0.05 level,two tail test and n-2= 21 df, critical t= 2.080
Decision rule: reject Ho if absolute value of test statistic |t|>2.08
correlation coefficient r= Sxy/(√Sxx*Syy) = 0.801
test stat t= r*(√(n-2)/(1-r2))= 6.123
P value    = 0.000

since p value <0.05 , we reject the null and conclude there is a significant correlation between two variables

c)

predicted val=-3.3667+5*2.4931= 9.10
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